verifyme-oracle

Verify social media claims via web search and multi-LLM consensus on Sepolia.

Updated Mar 8, 2026
One-click install
npx skills add https://github.com/dvald/cre-verify-me --skill verifyme-oracle
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: verifyme-oracle
Source: https://github.com/dvald/cre-verify-me/tree/main/skills/verifyme-oracle-skill
Command: npx skills add https://github.com/dvald/cre-verify-me --skill verifyme-oracle

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates the verification of factual claims made on social platforms by leveraging multiple AI models and on-chain consensus, ensuring trustworthy and verifiable information.

Core Features & Use Cases

  • Automated Claim Verification: Scans social media submolts for factual claims.
  • Multi-LLM Consensus: Uses OpenAI, Gemini, and Claude to independently verify claims.
  • On-Chain Verifiability: Records verification results on the Sepolia blockchain via Chainlink CRE.
  • Use Case: An AI agent can use this Skill to verify any claim posted on a social network, providing a confident TRUE, FALSE, or UNVERIFIABLE verdict with supporting evidence and an on-chain transaction hash.

Quick Start

Use the verifyme-oracle skill to verify claims in the verify-me submolt.

Frequently Asked Questions about verifyme-oracle

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I verify factual claims from social media posts using multiple LLMs?

You can verify factual claims from social media posts using multi-LLM consensus by scanning submolts, gathering web evidence, and running a Chainlink CRE workflow requiring 2-of-3 LLM agreement from OpenAI, Gemini, and Claude.

What is decentralized claim verification and how does it work?

Decentralized claim verification independently checks facts using multiple AI models and on-chain consensus, ensuring trustworthy information by requiring a 2-of-3 LLM agreement before recording verified results on the blockchain.

How do I record LLM fact-checking results on the Sepolia blockchain?

To record LLM fact-checking results on the Sepolia blockchain, execute a Chainlink CRE workflow after gathering web evidence, which posts the verified TRUE, FALSE, or UNVERIFIABLE verdict with an on-chain transaction hash.

Can I use Chainlink CRE workflows to achieve multi-LLM consensus for fact-checking?

Yes, you can use Chainlink CRE workflows to achieve multi-LLM consensus for fact-checking by requiring 2-of-3 agreement from OpenAI, Gemini, and Claude before finalizing any verified claim.

What verdicts does the automated claim verification process return?

The automated claim verification process returns a confident TRUE, FALSE, or UNVERIFIABLE verdict, providing supporting evidence alongside an on-chain transaction hash for verifiable results.

Does decentralized claim verification support different testing and production modes?

Yes, decentralized claim verification operates in distinct testing and production modes, offering different behaviors for self-posting and responses depending on the operational environment.